Resources

I have used so many great resources along the way to learn about biological systems including books, journal articles, websites, and YouTube channels. Here is a compilation of some of the resources I found to be most useful.

Books

Systems Biology

• Computational Analysis of Biochemical Systems
• Pathway Analysis and Optimization in Metabolic Engineering
• A First Course in Systems Biology
• Dynamic Systems Biology Modeling and Simulation
• Systems Biology: Properties of Reconstructed Networks
• Systems Biology: Simulation of Dynamic Network States
• Systems Biology: Constraint-Based Reconstruction and Analysis
• Systems Biology: A Textbook
• Metabolic Engineering: Principles and Methodologies
• Understanding the Control of Metabolism
• The Regulation of Cellular Systems
• Systems Biology: Mathematical Modeling and Model Analysis
• Pharmacokinetic-Pharmacodynamic Modeling and Simulation
• Chemical Reactor Analysis and Design Fundamentals
• Elements of Chemical Reaction Engineering
• Modeling in Biopharmaceutics, Pharmacokinetics, and Pharmacodynamics

Statistics

• Applied Regression Analysis
• Primer of Applied Regression and Analysis of Variance
• Regression Modeling Strategies
• Nonlinear Regression Analysis and Its Applications
• Nonlinear Regression
• Nonlinear Statistical Models
• Measurement Error Models
• An Introduction to Statistical Learning
• The Elements of Statistical Learning
• Parameter Estimation and Inverse Problems
• The Ecological Detective
• Model Selection and Multimodel Inference
• Intutitive Biostatistics
• Deep Learning

Lipids

• Biochemistry of Lipids, Lipoproteins, and Membranes
• The Hydrophobic Effect: Formation of Micelles and Biological Membranes
• Vesicles
• Micellar Catalysis
• Dynamics of Surfactant Self-Assemblies
• Mixed Surfactant Systems
• Transmembrane Dynamics of Lipids

Biophysics

• Intermolecular and Surface Forces
• Principles of Colloid and Surface Chemistry
• Molecular Driving Forces
• Physical Biology of the Cell
• Thermodynamics of Biochemical Reactions
• Biochemistry

Enzymology

• Enzyme Kinetics: Behavior and Analysis of Rapid Equilibrium and Steady-State Enzyme Systems
• Fundamentals of Enzyme Kinetics
• Interfacial Enzyme Kinetics
• Kinetics of Enzyme-Modifier Interactions

Pharmacology

• Receptors: Models for Binding, Trafficking, and Signaling
• Receptor-Ligand Interactions
• A Pharmacology Primer
• Ligand-Receptor Energetics
• Cell Surface Receptors

Chemical Analysis

• Practical HPLC Method Development
• Quantitative Chemical Analysis

Isotope Tracer Analysis

• Isotope Tracers in Metabolic Research
• Tracer Kinetics in Biomedical Research
• Compartmental Modeling and Tracer Kinetics
• Compartmental Analysis in Biology and Medicine

Laboratories

• Eberhard Voit
• Bernhard Palsson
• Real Statistics Using Excel

YouTube Channels

• Chris Mack
• StatQuest
• Matthew Clapham